05/23 update codes, add build scripts

ui/predictor_ui.py

@@ -20,7 +20,8 @@ from db.models import (
     delete_prediction, delete_all_predictions,
 )
 from core.predictor import (
-    hot_numbers, due_numbers, weighted_random, monte_carlo, positional_pick, quick_pick,
+    hot_numbers, due_numbers, weighted_random, monte_carlo,
+    positional_pick, ensemble, quick_pick,
 )
 from core.checker import check_ticket, parse_numbers
 from core.wheeling import wheel_full, wheel_count, MAX_TICKETS
@@ -30,6 +31,7 @@ from ui.widgets import BallsBar
 logger = logging.getLogger(__name__)
 
 _STRATEGIES = {
+    "Ensemble":        ensemble,
     "Hot Numbers":     hot_numbers,
     "Due Numbers":     due_numbers,
     "Weighted Random": weighted_random,
@@ -39,9 +41,10 @@ _STRATEGIES = {
 }
 
 _DESCRIPTIONS = {
-    "Hot Numbers":     "Top 5 most frequent numbers from the last 100 draws.",
+    "Ensemble":        "Runs all 5 strategies and picks numbers with the most cross-strategy votes.",
+    "Hot Numbers":     "Top 5 most frequent numbers from the last 100 draws (recency-weighted).",
     "Due Numbers":     "Numbers most overdue based on expected frequency gap.",
-    "Weighted Random": "Random pick weighted by each number's historical frequency.",
+    "Weighted Random": "Random pick weighted by recency-adjusted historical frequency.",
     "Monte Carlo":     "10,000 simulated draws — pick the most often-selected numbers.",
     "Positional":      "Most frequent number at each draw position (1–5).",
     "Quick Pick":      "Pure random selection — no historical data required.",